Théo Moutakanni

Joined

October 2022

Names

Théo Moutakanni (Preferred)

Emails

****@gmail.com (Confirmed)

****@meta.com (Confirmed)

****@centralesupelec.fr (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

PhD student

MICS, CentraleSupelec (centralesupelec.fr)

2022 – 2025

PhD student

FAIR, Meta (meta.com)

2022 – 2025

MS student

CentraleSupelec, CentraleSupelec (centralesupelec.fr)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Piotr Bojanowski

2022 – 2025

PhD Advisor

Céline Hudelot

2022 – 2025

PhD Advisor

Maria Vakalopoulou

2022 – 2025

PhD Advisor

Maxime Oquab

2022 – 2025

Expertise

medical imaging

Present

self-supervised learning

Present

computer vision

Present

multi-modal

Present

vision LLM

Present

Publications

Scaling Channel-Adaptive Self-Supervised Learning.
Alice V. De Lorenci, Seung Eun Yi, Théo Moutakanni, Piotr Bojanowski, Camille Couprie, Juan C. Caicedo, Wolfgang Maximilian Anton Pernice
- Trans. Mach. Learn. Res. 2025
- Readers: Everyone
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment.
Cijo Jose, Théo Moutakanni, Dahyun Kang, Federico Baldassarre, Timothée Darcet, Hu Xu 0001, Daniel Li 0006, Marc Szafraniec, Michaël Ramamonjisoa, Maxime Oquab, Oriane Siméoni, Huy V. Vo, Patrick Labatut, Piotr Bojanowski
- CVPR 2025
- Readers: Everyone
Planning with Reasoning using Vision Language World Model
Delong Chen, Théo Moutakanni, Willy Chung, Yejin Bang, Ziwei Ji, Allen Bolourchi, Pascale Fung
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
Delong Chen, Mustafa Shukor, Théo Moutakanni, Willy Chung, Lei Yu, Tejaswi Kasarla, Allen Bolourchi, Yann LeCun, Pascale Fung
- ICLR 2026 Poster
- Readers: Everyone
Planning with Reasoning using Vision Language World Model
Delong Chen, Théo Moutakanni, Willy Chung, Yejin Bang, Ziwei Ji, Allen Bolourchi, Pascale Fung
- CoRR 2025
- Readers: Everyone
DINOv3
Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalidov, Marc Szafraniec, Seung Eun Yi, Michaël Ramamonjisoa, Francisco Massa, Daniel Haziza, Luca Wehrstedt, Jianyuan Wang, Timothée Darcet, Théo Moutakanni, Leonel Sentana, Claire Roberts, Andrea Vedaldi, Jamie Tolan et al. (6 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Scaling Channel-Adaptive Self-Supervised Learning
Alice V. De Lorenci, Seung Eun Yi, Théo Moutakanni, Piotr Bojanowski, Camille Couprie, Juan C. Caicedo, Wolfgang Maximilian Anton Pernice
- Accepted by TMLR
- Readers: Everyone
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
Cijo Jose, Théo Moutakanni, Dahyun Kang, Federico Baldassarre, Timothée Darcet, Hu Xu, Daniel Li, Marc Szafraniec, Michaël Ramamonjisoa, Maxime Oquab, Oriane Siméoni, Huy V. Vo, Patrick Labatut, Piotr Bojanowski
- CVPR 2025
- Readers: Everyone
Scaling Channel-Adaptive Self-Supervised Learning
Alice V. De Lorenci, Seung Eun Yi, Théo Moutakanni, Piotr Bojanowski, Camille Couprie, Juan C. Caicedo, Wolfgang Maximilian Anton Pernice
- Trans. Mach. Learn. Res. 2025
- Readers: Everyone
Scaling Channel-Invariant Self-Supervised Learning
Alice V. De Lorenci, Seung Eun Yi, Théo Moutakanni, Piotr Bojanowski, camille couprie, Juan C Caicedo, Wolfgang Maximilian Anton Pernice
- Submitted to ICLR 2025
- Readers: Everyone

View all 22 publications

Co-Authors

View all 79 co-authors